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10 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. AI Agents are Vulnerable to Radicalization

    Sep 29, 2026Ozgur Can Seckin, Shalmoli Ghosh, Alessandro Flammini +3Artificial Intelligence AgentsIdeology

    Observatory on Social Media, Indiana University Bloomington · Emerging Media Studies Division, College of Communication, Boston University

  2. Blaming Across the Aisle: Political Contrasting and Blame Attribution in the Danish Parliament

    Sep 22, 2026Markus Lundsfryd Jensen, Rune Egeskov Trust, Kenneth Christian Enevoldsen +1Political DiscourseIdeology

    School of Communication and Culture Aarhus University · Center for Humanities Computing

  3. Unifying Models of Intergroup Hostility in Online Discourse

    Sep 17, 2026Patrick Gerard, Julia Mendelsohn, Kristina LermanHate SpeechIdeology

    Information Sciences Institute, University of Southern California · University of Maryland · Indiana University, Bloomington

  4. Geopolitical Divisions Across Languages in Large Language Models

    Sep 17, 2026Maxim ChupilkinGeopolitical Grounding InteractsPolitical Discourse

    Department of Politics and International Relations, University of Oxford, Oxford, UK

  5. Digital Twins for Opinion Dynamics: A Generative LLM Framework for Social Networks

    Sep 17, 2026Omran Berjawi, Giuseppe Fenza, Rida Khatoun +1Scaling Improve Social SimulationSocial Media

    Information Processing and Communication Laboratory (LTCI) Institut Polytechnique de Paris, T´el´ecom Paris Palaiseau, France · Management & Information Systems (DISA-MIS) University of Salerno Fisciano, Italy · College of Communication and Information, University of Kentucky +1

  6. Diverse Minds, Divided Networks? Personality Composition, Polarization, and Collective Intelligence in LLM-Based Social Simulations

    Sep 14, 2026Raad Bin TareafPersonalityIdeology

    German University of Digital Science, Potsdam, Germany.

  7. Epistemic orientation predicts legislative effectiveness among members of the US Congress

    Sep 11, 2026Segun Aroyehun, Stephan Lewandowsky, David GarciaParliamentary DebatesEpistemic States

    Department of Politics and Public Administration, University of Konstanz, Germany. · School of Psychological Science, University of Bristol, UK. · Department of Psychology, University of Potsdam, Germany. +1

  8. How neighbourhood ideology shapes misinformation belief in densely tied social networks

    Sep 9, 2026Soroush Karimi, Marcos Oliveira, Diogo PachecoSocial InfluenceMisinformation

    Department of Computer Science, University of Exeter, UK · Vrije Universiteit Amsterdam, Amsterdam, Netherlands

  9. When Does Defendant Statement Matter? A Study of Bias and Persuasion in LLM-Simulated Jurors

    Sep 9, 2026Cho-Ying WuJudgementLlm-As-A-Judge

    Bosch AI Research

  10. We're Cooked! - Probing LLM Political Alignment Via Conflict-Framed Recipe Translation

    Sep 7, 2026Svetlana Gorovaia, Angelica Henestrosa, Ivan P. YamshchikovLarge Language Model AlignmentIdeology

    CAIRO, Technical University of Applied Sciences Würzburg-Schweinfurt Würzburg, Germany

  11. Beyond Polarization: The Generative Constraint of Chain-of-Thought in Pointwise Reranking

    Aug 31, 2026Xiaoyang Chen, Jie Liu, Haijin Liang +5Chain-of-Thought ReasoningIdeology

    University of Chinese Academy of Sciences · Tencent · University of Chinese Academy of Sciences, 2Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences

  12. When Words Divide: Diachronic Ideological Polarization in Political Discourse on Social Media

    Aug 2, 2026Roy Yitzchak, Noa Lavie, Ella RabinovichIdeologyPolitical Discourse

    The Academic College of Tel-Aviv Yaffo, Israel

  13. Auditing Alignment Controllability in LLMs via Political Axes

    Jul 26, 2026Bartol Bućan, Nikola Sočec, Sarah Isufi +5Large Language Model BiasIdeology

    Student at University of Zagreb Faculty of Electrical Engineering and Computing, Zagreb, Croatia · It From Bit d.o.o., Zagreb, Croatia · University of Zagreb Faculty of Electrical Engineering and Computing, Zagreb, Croatia

  14. Grokipedia vs Wikipedia: An LLM-Based Audit of Political Neutrality along Ideologies

    Jul 16, 2026Filippos Vlahos, Guillaume Bied, Tijl De BieIdeologyLarge Language Model Bias

    Ghent University, BE

  15. Digital Pantheon: Simulating and Auditing Coalition Formation with LLM Agents

    Jul 16, 2026Dylan Van Mulders, Matthias Bogaert, Dirk Van den PoelCoalition FormationPolitical Discourse

    Ghent University CVAMO Core Lab

  16. Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs

    Jul 16, 2026Robert Graham, Edward Stevinson, Yariv BarsheshatLarge Language Model Fine-TuningIdeology

    1Independent · 2Imperial College London.

  17. How Temperature Shapes Ideological Discourse in Retrieval-Augmented Generation?

    Jul 13, 2026Elmira Salari, Hazem Amamou, José Victor de Souza +3Large Language Model BiasLarge Language Model Responses

    Elmira Salari, Wichita State University, Wichita, KS, USA · Hazem Amamou, Institut national de la recherche scientifique, Québec, Montréal, Canada · José Victor de Souza, Institut national de la recherche scientifique, Québec, Montréal, Canada +3

  18. Are LLMs ready for HardChoices?

    Jul 13, 2026Dmitry NikolaevLarge Language Model BiasIdeology

    University of Manchester

  19. Polarization Detection: A Hybrid Approach with AfroXLMR-Social and DeBERTa for Low- and High-Resource Settings

    Jul 11, 2026Muhammad Abdullahi SaidMultilingual Language ModelsHate Speech Detection

    African Institute for Mathematical Sciences (AIMS)

  20. Comparing Architectures for Supervised Political Scaling

    Jul 1, 2026Anna Golub, Sebastian PadóPolitical DiscourseIdeology

    Institute for Natural Language Processing (IMS) · University of Stuttgart, Germany

  21. Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling

    Jun 23, 2026Lisa Schirch, Beth GoldbergInternal PluralismVideo Storytelling

    University of Notre Dame · Jigsaw

  22. Leveraging LaBSE with Progressive Curriculum Learning for Multicultural Polarization

    Jun 19, 2026Sachin Sundar, Sandeep Kumar, Mothish MMultilingual Language ModelsCross-Lingual Transfer

    Indian Institute of Technology, Kharagpur

  23. Polar: A Benchmark for Evaluating Political Bias in LLMs

    Jun 11, 2026Sangho Kim, Heejin Kim, Yoonhee Park +2Large Language Model BiasIdeology

    Graduate School of Data Science, Seoul National University · Dept. of Computer Science and Engineering, Seoul National University

  24. TRIAGE: Dialectical LLM Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series

    Jun 8, 2026Hyeongwon Jang, Gyouk Chu, Changhun Kim +4Clinical Reasoning TrainingRisk Stratification

    KAIST · AITRICS · University of Wisconsin-Madison

  25. Friend or Foe? Language as an ideological switch in open-weight LLMs under Russian disinformation stress

    Jun 7, 2026Anna Małgorzata Kamińska, Tetiana KlyninaRussianIdeology

    Institute of Culture Studies, University of Silesia in Katowice, ul. Uniwersytecka 4, 40-007 Katowice, Poland · University of Texas at Austin 2515, TX 78712 Speedway Str., Texas, USA · National Aviation University, Liubomyr Huzar Avenue 1, Kyiv 03058, Ukraine

  26. Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles

    Jun 4, 2026Upasana ChatterjeeIdeologyPolitical Discourse

    Department of Computer Science Columbia University

  27. Lingo_Research_Group at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization Detection

    Jun 2, 2026Pritam Kadasi, Anuj Tiwari, Mayank SinghIdeologyNatural Language Processing

    Lingo Research Group, Indian Institute of Technology Gandhinagar · Noida Institute of Engineering and Technology 2ML Collective

  28. LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems

    Jun 1, 2026Amir Ghasemian, Homa Hosseinmardi, Upasana Dutta +1Large Language Model RerankingLarge Language Model Personalization

    Department of Communication, University of California, Los Angeles, CA 90095 · Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA 19104 · Annenberg School of Communication, University of Pennsylvania, Philadelphia, PA 19104 +1

  29. LLM-Ideoplasticity: Measuring Ideological Plasticity in the Political Behavior of LLMs as a Context-Conditioned Distribution

    May 26, 2026Adib Sakhawat, Syed Rifat Raiyan, Tahsin Islam +3IdeologyPolitical Discourse

    Systems and Software Lab (SSL) Department of Computer Science and Engineering Islamic University of Technology, Dhaka, Bangladesh

  30. ArPoMeme: An Annotated Arabic Multimodal Dataset for Political Ideology and Polarization

    May 20, 2026Wajdi Zaghouani, Kais Attia, Md. Rafiul Biswas +1MemesArabic

    Northwestern University in Qatar · Independent Researcher, Qatar · Hamad Bin Khalifa University, Qatar +1

  31. Linking Scalar-Intensity Language to Structural Polarization with Validated Signed-Network Measures

    May 12, 2026Zhijin Guo, Li Zhang, Tyler Bonnet +2IdeologyDiscourse

    University of Oxford · University College London · Imperial College London

  32. Political Plasticity: An Analysis of Ideological Adaptability in Large Language Models

    May 8, 2026Bruno Bianchi, Diego Tiscornia, Matias Travizano +1Large Language Model BiasIdeology

    Lab. de Inteligencia Artificial Aplicada, Instituto de Ciencias de la Computación · Dpto. de Computación, Facultad de Cs. Exactas y Naturales, UBA-Argentina · Disarmista

  33. Change My View? The Dynamics of Persuasion and Polarization in Online Discourse

    May 8, 2026David Freeborn, Malihe Alikani, Anthony SiciliaPersuasionIdeology

  34. YEZE at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization via Heterogeneous Ensembling

    May 7, 2026Fengze Guo, Yue ChangMultilingualIdeology

    University of Tübingen

  35. mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection

    May 4, 2026Dominik Macko, Alok Debnath, Jakub SimkoHate Speech DetectionIdeology

    Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia · ADAPT Centre, School of Computer Science and Statistics, Trinity College Dublin

  36. The Invisible Coalition Partner: How LLMs Vote When Democracy Gets Concrete

    May 3, 2026Joel BarmettlerIdeologyLarge Language Model Decisions

    Independent Researcher Zurich, Switzerland

  37. Can AI Debias the News? LLM Interventions Improve Cross-Partisan Receptivity but LLMs Overestimate Their Own Effectiveness

    May 1, 2026Faisal Feroz, Jonas R. KunstLarge Language Model BiasIdeology

    Department of Experimental Psychology, University of Oxford · Uehiro Oxford Institute, University of Oxford · Psychology Programme, School of Social Sciences, Nanyang Technological University +1

  38. ControBench: An Interaction-Aware Benchmark for Controversial Discourse Analysis on Social Networks

    May 1, 2026Ta Thanh Thuy, Jiaqi Zhu, Xuan Liu +6IdeologySocial Media

    1Nanyang Technological University · 2NVIDIA · 3Nanjing University +3

  39. MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization

    Apr 23, 2026Maziar Kianimoghadam JouneghaniMultilingual Language ModelsMultilingual

    University of Turin

  40. Ideological Bias in LLMs' Economic Causal Reasoning

    Apr 23, 2026Donggyu Lee, Hyeok Yun, Jungwon Kim +4Large Language Model BiasIdeology

    Graduate School of Data Science, KAIST, Daejeon, South Korea · College of Business, KAIST, Daejeon, South Korea · School of Computing, KAIST, Daejeon, South Korea +1

  41. Opinion polarization from compression-based decision making where agents optimize local complexity and global simplicity

    Apr 20, 2026Alina Dubovskaya, David J. P. O'Sullivan, Michael QuayleAgent-Based ModelCollective Behaviors

    Centre for Social Issues Research, Department of Psychology, University of Limerick, Limerick, V94 T9PX, Ireland · Mathematics Applications Consortium for Science and Industry (MACSI), Department of Mathematics and Statistics, University of Limerick, Limerick, V94 T9PX, Ireland · Lero, the Research Ireland Centre for Software, University of Limerick, Limerick, V94 T9PX, Ireland

  42. Mapping Election Toxicity on Social Media across Issue, Ideology, and Psychosocial Dimensions

    Apr 18, 2026Lei Cao, Wen Zeng, Xinyue Wu +2IdeologyHarmful Language

    University of Southern California

  43. SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization

    Apr 8, 2026Usman Naseem, Robert Geislinger, Juan Ren +31IdeologyMultilingual

    Macquarie University · University of Hamburg · Zayed University +23

  44. The Language You Ask In: Language-Conditioned Ideological Divergence in LLM Analysis of Contested Political Documents

    Jan 17, 2026Oleg SmirnovIdeologyLanguage Pairs

    Microsoft / Stockholm, Sweden

  45. Political Ideology Shifts in Large Language Models

    Aug 22, 2025Pietro Bernardelle, Stefano Civelli, Leon Fröhling +3IdeologyLarge Language Model Bias

    The University of Queensland, Brisbane, Australia · GESIS, Cologne, Germany · University of Udine, Udine, Italy